Unsupervised Contrastive Learning of Image Representations from
Ultrasound Videos with Hard Negative Mining

Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining

26 July 2022

Somanshu Singla

Pratyaksha Rana

Papers citing "Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining"

9 / 9 papers shown

Title
The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound Blake Vanberlo Alexander Wong Jesse Hoey R. Arntfield 41 0 0 10 Apr 2025
LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Image Chetan Madan Mayuna Gupta Soumen Basu Pankaj Gupta Chetan Arora 85 0 0 30 Nov 2024
FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders Soumen Basu Mayuna Gupta Chetan Madan Pankaj Gupta Chetan Arora 36 4 0 13 Mar 2024
Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound Blake Vanberlo Alexander Wong Jesse Hoey R. Arntfield 43 2 0 12 Mar 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training Jian Wang Xin Yang X. Jia Wufeng Xue Rusi Chen ... Lian Liu Yan Cao Jianqiao Zhou Dong Ni Ning Gu 32 5 0 18 Feb 2024
Gall Bladder Cancer Detection from US Images with Only Image Level Labels Soumen Basu Ashish Papanai Mayank Gupta Pankaj Gupta Chetan Arora 17 6 0 11 Sep 2023
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks Blake Vanberlo Brian Li Jesse Hoey Alexander Wong 19 3 0 05 Sep 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 18 2 0 05 Sep 2023
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound Blake Vanberlo Brian Li Alexander Wong Jesse Hoey R. Arntfield 15 4 0 05 Apr 2023